. . . . . . . . . . "2026-03-26"^^ . "I-ADOPT enables interoperable, machine-readable variable descriptions by decomposing observable properties into atomic components and linking them to controlled vocabularies, ensuring unambiguous meaning across scientific data and workflows. However, its practical application requires time-consuming manual tasks—such as interpreting variable intent, performing semantic decomposition, and selecting appropriate vocabularies—which demand expertise and have limited adoption. Our LLM-assisted service addresses this barrier by automating these steps, enabling efficient creation of reusable, FAIR-ready metadata." . . . "The FAIR Variable: Turning Observed Properties into FAIR Digital Objects" . . . . . "FAIR digital object - digital object that can be shared in ways that are aligned with the FAIR Principles" . "interoperability - ability of systems to work with each other" . "Barbara Magagna" . "2026-03-25T16:17:24.422Z"^^ . . . . . "Poster: The FAIR Variable: Turning Observed Properties into FAIR Digital Objects" . . . . . "RSA" . "MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCM0tu3I/KK6A/qPha/6pfngQZ4LBQpLnKAcIUuZLnSEb0epJ2IoY3zh/4N42us/6LpCHgZZZtSOTm5/KVo+OTDIqo294PpEZAO70u5DcMcGMC5OufzxGKs3Dwdo6XqPiDHxXuiaKCTO7/ABWAi7CtFoMrqJAHfeyqe82dAiH2IiwIDAQAB" . "KDg2pj6BScU2rpLbGE6ajgdeGmmZZENgo4mbsa4JR2RrjvarEDLTVUVj69+sHjUgpVwh/fSSrOoCtw5MoErznGKf93IsAGZHk3CpOq40/U7iIb/h/okQB6ui2Atc6bRl7nXuwmT7YXnq1P4NuEM35ijgRp1V+hmqZid6DnkJZQ4=" . . . "3rd FAIR Digital Objects Conference" .